Building Bridges between Regression, Clustering, and Classification

Lawrence Stewart, Francis Bach, Quentin Berthet

Regression, the task of predicting a continuous scalar target y based on some features x is one of the most fundamental tasks in machine learning and statistics. It has been observ…